• Title/Summary/Keyword: Event detection

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Design and Implementation of M2M-based Smart Factory Management Systems that controls with Smart Phone (스마트폰과 연동되는 M2M 기반 스마트 팩토리 관리시스템의 설계 및 구현)

  • Park, Byoung-Seob
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.4
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    • pp.189-196
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    • 2011
  • The main issues of the researches are monitoring environment such as weather or temperature variation and natural accident, and sensor gateways which have mobile device, applications for mobile health care. In this paper, we propose the SFMS(Smart Factory Management System) that can effectively monitor and manage a green smart factory area based on M2M service and smart phone with android OS platform. The proposed system is performed based on the TinyOS-based IEEE 802.15.4 protocol stack. To validate system functionality, we built sensor network environments where were equipped with four application sensors such as Temp/Hum, PIR, door, and camera sensor. We also built and tested the SFMS system to provide a novel model for event detection systems with smart phone.

Feasibility test on EDZ detection by using borehole radar survey

  • Cho, Seong-Jun;Kim, Jung-Ho;Son, Jeong-Sul;Kim, Chang-Ryol;Sugn, Nak-Hun
    • 한국지구물리탐사학회:학술대회논문집
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    • 2006.06a
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    • pp.239-244
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    • 2006
  • Borehole radar reflection surveys were carried out in the horizontal borehole to detect EDZ while constructing the tunnel for the research facility of the nuclear waste disposal in Korea. The horizontal borehole has been bored at a length of 35 m from shelter to be parallel with the tunnel which would be planed. While the tunnel has been constructing with the explosive excavation, the borehole radar reflection surveys carried out 5 times with the interval of 2 or 4 days for monitoring EDZ. The most typical change of the reflection event resulted from the face of the wall of tunnel which had been produced newly by the excavation of the tunnel daily, EDZ has been detected with constructing images of difference between two measurement stages, and also the change of EDZ through the time has been done, which is due to the generation of crack and weakening of the rock strength of the face of the tunnel's wall near previous portion of the face of a blind end of tunnel according to explosive excavation.

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Mammography Screening according to Breast Cancer Disease and Social Network Characteristics of Married Korean Women (기혼여성의 유방암과 사회연결망 특성에 따른 유방촬영술 수검행위)

  • Ko, Yun-Hee;Kim, Sue;Kim, Gwang-Suk;Chang, Soon-Bok
    • Women's Health Nursing
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    • v.17 no.2
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    • pp.157-168
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    • 2011
  • Purpose: This study was done to examine differences in mammography screening according to breast cancer and social network characteristic. Methods: Data were collected from 187 married women 35 years and older who were using public health centers, health promotion centers, cultural centers, obstetrics and gynecology hospitals or other relevant community sites. Data were collected between October 24 and December 4, 2008. Data were analyzed using the SPSS/WIN 15.0 program. Results: The participation rate for mammography screening was 35.3%. The following general and breast cancer characteristics showed statistically significant differences: religion, family incomes, regular medical-care, general health examinations during past 2 years, and history of breast disease. The following social network characteristics showed statistically significant differences: social norms and subjective norms. Using logistic regression analysis, regular medical-care, breast cancer risk appraisal, social norm, and subjective norms were highly predictive of subsequent mammography. Conclusion: The results of this study indicate that it is important to develop and provide tailored intervention programs through integrated socially mediated programs. By consciously including social network and support systems, breast cancer detection efforts would not end as a one-time event, but naturally build on network structure of adults women, thus facilitating regular mammography screening.

Detection of Genetically Modified Maize Safety-approved in Korea Using PCR (PCR을 이용한 국내에서 안전성이 확인된 유전자재조합 옥수수의 분석 방법)

  • Heo, Mun-Seok;Kim, Jae-Hwan;Park, Sun-Hee;Woo, Geon-Jo;Kim, Hae-Yeong
    • Korean Journal of Food Science and Technology
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    • v.35 no.6
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    • pp.1033-1038
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    • 2003
  • Four lines (MON810, GA21, NK603, and TC1507)of genetically modified maize(GMM) were recently approved after a safety-assessment by the Korea Food and Drug Administration (KFDA). In this study, five pairs of specific oligonucleotide primers, based on the gene sequences inserted into maize and zein gene as internal standards, were designed and a method using PCR was developed for monitoring GMM and GMM derived foods circulating in the market. MON810 and GA21 were detected in raw materials of feed and food in the Korean market.

Study on the possibility of the aerosol and/or Yellow dust detection in the atmosphere by Ocean Scanning Multispectral Imager(OSMI)

  • Chung, Hyo-Sang;Park, Hye-Sook;Bag, Gyun-Myeong;Yoon, Hong-Joo;Jang, Kwang-Mi
    • Proceedings of the KSRS Conference
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    • 1998.09a
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    • pp.409-414
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    • 1998
  • To examine the detectability of the aerosol and/or Yellow dust from China crossing over the Yellow sea, three works carried out as follows , Firstly, a comparison was made of the visible(VIS), water vapor(WV), and Infrared(IR) images of the GMS-5 and NOAA/AVHRR on the cases of yellow sand event over Korea. Secondly, the spectral radiance and reflectance(%) was observed during the yellow sand phenomena on April, 1998 in Seoul using the GER-2600 spectroradiometer, which observed the reflected radiance from 350 to 2500 nm in the atmosphere. We selected the optimum wavelength for detecting of the yellow sand from this observation, considering the effects of atmospheric absorption. Finally, the atmospheric radiance emerging from the LOWTRAN-7 radiative transfer model was simulated with and without yellow sand, where we used the estimated aerosol column optical depth ($\tau$ 673 nm) in the Meteorological Research Institute and the d'Almeida's statistical atmospheric aerosol radiative characteristics. The image analysis showed that it was very difficult to detect the yellow sand region only by the image processing because the albedo characteristics of the sand vary irregularly according to the density, size, components and depth of the yellow sand clouds. We found that the 670-680 nm band was useful to simulate aerosol characteristics considering the absorption band from the radiance observation. We are now processing the simulation of atmospheric radiance distribution in the range of 400-900 nm. The purpose of this study is to present the preliminary results of the aerosol and/or Yellow dust detectability using the Ocean Scanning Multispectral Imager(OSMI), which will be mounted on KOMPSAT-1 as the ocean color monitoring sensor with the range of 400-900 nm wavelength.

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Prediction of Rainfall-Induced Slope Failure Using Hotelling's T-Square Statistic (Hotelling의 T-square 통계량을 이용한 강우유발 사면붕괴 예측)

  • Kim, Seul-Bi;Na, Jong-Hwa;Seo, Yong-Seok
    • The Journal of Engineering Geology
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    • v.25 no.3
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    • pp.331-337
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    • 2015
  • A new technique is presented to detect unstable slope behavior, based on Hotelling's T2 analysis of pore pressure and water content obtained during flume tests using granitic and gneissic weathered soils. Three sets of pore pressure-water content values were simultaneously obtained during each test, and T2 statistics at the 90.0% and 95.0% confidence levels were calculated based on the correlations between values. The results show that unsuccessful detection of some local failures of the flume slope depended on the sensor position. In the case of global slope failures, anomalous behavior was detected between several hundred and several thousand seconds before the event as T2 statistics exceeded the confidence interval 90%. Hotelling's T2 analysis provides a single control criterion because it enables correlations between diverse measured values within the same slope; the criterion also includes stepwise criteria for a forecasting and warning system based on confidence levels.

Role-based Self-Organization Protocol of Clustering Hierarchy for Wireless Sensor Networks (무선 센서 네트워크를 위한 계층형 클러스터링의 역할 기반 자가 구성 프로토콜)

  • Go, Sung-Hyun;Kim, Hyoung-Jin
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.6
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    • pp.137-145
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    • 2008
  • In general, a large-scale wireless sensor network(WSNs) is composed of hundreds of or thousands of sensor nodes. In this large-scale wireless sensor networks, it is required to maintain and manage the networks to lower management cost and obtain high energy efficiency. Users should be provided with sensing service at the level of quality for users through an efficient system. In evaluating the result data quality provided from this network to users, the number of sensors related to event detection has an important role. Accordingly, the network protocol which can provide proper QoS at the level of users demanding quality should be designed in a way such that the overall system function has not to be influenced even if some sensor nodes are in error. The energy consumption is minimized at the same time. The protocol suggested in this article is based on the LEACH protocol and is a role-based self-Organization one that is appropriate for large-scale networks which need constant monitoring.

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Intelligence Security and Surveillance System in Sensor Network Environment Using Integrated Heterogeneous Sensors (이 기종간 통합 센서를 이용한 센서네트워크 환경에서의 지능형 보안감시 시스템)

  • Oh, Suk-Jun;Moon, Seung-Jin;Choi, Sun-O
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.7
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    • pp.551-562
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    • 2013
  • Current CCTV systems, which require continuous monitoring of the screens, have the limitation to detect and respond to the crime scenes in timely manner. Therefore, in recent years, the request for more intlligent surveillance system, with a ubiquitous sensor network, is increasing in order to behave more humanly fashions. Such systems require cllective data processing of the environments based on various sensors. In this article, we suggests a new paradigm based surveillance system which integrates PSD and dual PIR sensors. The proposed system evlves from a existing indoor intrusion detection system which can only identify the intrusion event to a better inteligent system with context awareness. We have conducted the various simulations in order to prove the effectiveness of the proposed system.

DEVS Simulation of Spam Voice Signal Detection in VoIP Service (VoIP 스팸 콜 탐지를 위한 음성신호의 DEVS 모델링 및 시뮬레이션)

  • Kim, Ji-Yeon;Kim, Hyung-Jong;Cho, Young-Duk;Kim, Hwan-Kuk;Won, Yoo-Jae;Kim, Myuhng-Joo
    • Journal of the Korea Society for Simulation
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    • v.16 no.3
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    • pp.75-87
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    • 2007
  • As the VoIP service quality is getting better and many shortcomings are being overcome, users are getting interested in this service. Also, there are several additional features that provide a convenience to users such as presence service, instant messaging service and so on. But, as there are always two sides of rein, some security issues have users hesitate to make use of it. This paper deals with one of the issues, the VoIP spam problem. We took into account the signal pattern of voice message in spam call and we have constructed voice signal models of normal call, normal call with noise and spam call. Each voice signal case is inserted into our spam decision algorithm which detects the spam calls based on the amount of information in the call signal. We made use of the DEVS-$Java^{TM}$ for our modeling and simulation. The contribution of this work is in suggestion of a way to detect voice spam call signal and testing of the method using modeling and simulation methodology.

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Development of concentration measurement system in online education based on OpenCV (온라인 교육을 위한 OpenCV 기반 집중도 측정 시스템 개발)

  • Yim, Dae-Geun;Koh, Kyu Han;Jo, Jaechoon
    • Journal of Convergence for Information Technology
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    • v.10 no.11
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    • pp.195-201
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    • 2020
  • There have been many developments and innovations in the educational environments in line with the rapidly evolving information age. E-Learning is a representative example of this rapid evolution. However, E-Learning is challenging to maintain students' concentration because of the low engagement level and limited interactions between instructors and students. Additionally, instructors have limitations in identifying learners' concentration. This paper proposes a system that can measure E-learning users' concentration levels by detecting the users' eyelid movement and the top of the head. The system recognizes the eyelid and the top of the head and measures the learners' concentration level. Detection of the eyelid and the top of the head triggers an event to assess the learners' concentration level based on the users' response. After this process, the system provides a normalized concentration score to the instructor. Experiments with experimental groups and control groups were conducted to verify and validate the system, and the concentration score showed more than 90% accuracy.